تم الحل ✓
categoryذكاء اصطناعي وتعلم آلة
schoolبكالوريوس
event_available2026-07-13
السؤال
Transcribed Image Text:
Question 1:
Given fuzzy set A, describing pressure p is higher than 15 mPa, through
the membership function:
1
(x)
x> 15,
1+ (x-15)
-0
x ≤ 15,
and fuzzy set B, describing pressure p is approximately equal to 17 mPa,
with membership function:
H8(x)
1+(x-17)
Find the membership function of the fuzzy set C, describing pressure p is
higher than 15 mPa and approximately equal to 17 mPa. draw membership
functions.
Note: Use Computer Software
Question 2:
Consider the membership functions of fuzzy sets A and B. Evaluate μA-B(x, y), using Zadeh implication, and
plot in MATLAB.
HA(x) = max {0, 10x-3) 0.3≤x≤0.5
2
ax {0.7-10x) 0.5<x≤0.7
max 0,
2
=0
otherwise
He(y) = max {0. 10y-3) 0.3 sy≤0.5
=0
2
nax {0. 7-10v }
0,
0.5 <y≤ 0.7
otherwise
Question 3:
Use MATLAB Fuzzy-logic toolbox to solve example 6.3 (Two-input fuzzy controller for level control) [given in the
lecture slides]. Define the membership functions for inputs-outputs and the rules as given in the example.
Assume that the error introduced is as given below:
(1.25t-2.5,0 st≤7
e(t)=-5.4t+44,8 st≤ 10
For the evaluation of control rules use: (i) Mamdani min implication and min interpretation of AND (DOF), (ii)
Larsen product implication and min DOF, (iii) Larsen product implication and product DOF. Compare the three
methods for u* values at t = 4 and 9 minutes.
Fill out the tables with the following defuzzification methods:
u* at t=4min
(i) Mamdani with min DOF
(ii) Larsen with min DOF
(iii) Larsen with product
DOF
u* at t=9min
(i) Mamdani with min DOF
(ii) Larsen with min DOF
Centroid
Bisection
MOM
Centroid
Bisection
MOM
(iii) Larsen with product DOF
Additionally, for case (i) i.e. Mamdani with min DOF and centroid method of defuzzification:
(a) Plot the control hypersurface.
(b) Plot u for time range of t = 0 to 10 minutes, assuming a sampling time of t=0.1 seconds. Hint: After you
develop your fuzzy structure (.fis file), you can use evalfis function in MATLAB, and provide e and Ae input
to it to evaluate u for a number of input values.
Submit the Word document of the report along with fis (fuzzy logic matlab file)
check_circle الجواب — حل مفصل خطوة بخطوة
hourglass_top
🔒
الحل الكامل متاح للمشتركين
اشترك في أرشيف الأسئلة لعرض هذا الحل وآلاف الحلول المفصلة خطوة بخطوة من معلمين معتمدين.